Most AI tools work from generalized patterns. That’s not your fault—it’s just how these calculators are built. In Firestone, the mismatch often comes from local, real-world claim dynamics:
- Inconsistent early reporting: If symptoms weren’t documented right away (or you delayed seeing a provider), insurers may argue the injury wasn’t caused by work.
- Work restrictions that don’t match job demands: Many injured workers have restrictions that feel “obvious” to them, but the paperwork still needs to clearly connect the medical limitations to job tasks.
- Treatment gaps: If you had trouble scheduling, missed follow-ups, or changed providers, the timeline can become harder to defend.
- Wage loss that’s more complex than it looks: In Colorado workplaces, wage calculations can involve regular hours plus overtime, shift differences, or inconsistent schedules. An AI tool may not account for how your employer’s payroll records actually show earnings.
An estimate may look reasonable while still undervaluing the claim because it can’t review the evidence your insurer will rely on.


